Advances in computational intelligence systems : contributions presented at the 17th UK Workshop on Computational Intelligence, September 6-8, 2017, Cardiff, UK

Description

The book is a timely report on advanced methods and applications of computational intelligence systems. It covers a long list of interconnected research areas, such as fuzzy systems, neural networks, evolutionary computation, evolving systems and machine learning. The individual chapters are based on peer-reviewed contributions presented at the 17th Annual UK Workshop on Computational Intelligence, held on September 6-8, 2017, in Cardiff, UK. The book puts a special emphasis on novels methods and reports on their use in a wide range of applications areas, thus providing both academics and professionals with a comprehensive and timely overview of new trends in computational intelligence. Front Matter ....Pages i-xii Front Matter ....Pages 1-1 Integrating Association Rules Mined from Health-Care Data with Ontological Information for Automated Knowledge Generation (John Heritage, Sharon McDonald, Ken McGarry)....Pages 3-16 Sentiment Analysis Model Based on Structure Attention Mechanism (Kai Lin, Dazhen Lin, Donglin Cao)....Pages 17-27 Fuzzy Representation for Flexible Requirement Satisfaction (Ratih N. E. Anggraini, T. P. Martin)....Pages 28-36 A Multidisciplinary Method for Constructing and Validating Word Similarity Datasets (Yu Wan, Yidong Chen, Xiaodong Shi, Guorong Cai, Libai Cai)....Pages 37-48 Fuzzy Connected-Triple for Predicting Inter-variable Correlation (Zhenpeng Li, Changjing Shang, Qiang Shen)....Pages 49-62 Data Integration with Self-organising Neural Network Reveals Chemical Structure and Therapeutic Effects of Drug ATC Codes (Ken McGarry, Ennock Assamoha)....Pages 63-74 A Modified Approach to Inferring Animal Social Networks from Spatiotemporal Data Streams (Pu Zhang, Qiang Shen)....Pages 75-87 Front Matter ....Pages 89-89 A Heuristic Approach for the Dynamic Frequency Assignment Problem (Khaled Alrajhi, Jonathan Thompson, Wasin Padungwech)....Pages 91-103 Applying ACO to Large Scale TSP Instances (Darren M. Chitty)....Pages 104-118 A New Steady-State MOEA/D for Sparse Optimization (Hui Li, Jianyong Sun, Yuanyuan Fan, Mingyang Wang, Qingfu Zhang)....Pages 119-131 A Multiobjective Evolutionary Algorithm Approach for Map Sketch Generation (Şafak Topçu, A. Şima Etaner-Uyar)....Pages 132-144 A Reference-Inspired Evolutionary Algorithm with Subregion Decomposition for Many-Objective Optimization (Xiaogang Fu, Jianyong Sun, Qingfu Zhang)....Pages 145-156 Front Matter ....Pages 157-157 Generation of Reducts and Threshold Functions Using Discernibility and Indiscernibility Matrices for Classification (Naohiro Ishii, Ippei Torii, Kazunori Iwata, Kazuya Odagiri, Toyoshiro Nakashima)....Pages 159-170 Adaptive Noise Cancelation Using Fuzzy Brain Emotional Learning Network (Qianqian Zhou, Chih-Min Lin, Fei Chao)....Pages 171-182 Artificial Neural Network Analysis of Volatile Organic Compounds for the Detection of Lung Cancer (John B. Butcher, Abigail V. Rutter, Adam J. Wootton, Charles R. Day, Josep Sulé-Suso)....Pages 183-190 Predicting the Occurrence of World News Events Using Recurrent Neural Networks and Auto-Regressive Moving Average Models (Emmanuel M. Smith, Jim Smith, Phil Legg, Simon Francis)....Pages 191-202 A Comparison Study on Flush+Reload and Prime+Probe Attacks on AES Using Machine Learning Approaches (Zirak Allaf, Mo Adda, Alexander Gegov)....Pages 203-213 Classifying and Recommending Using Gradient Boosted Machines and Vector Space Models (Humphrey Sheil, Omer Rana)....Pages 214-221 SemCluster: Unsupervised Automatic Keyphrase Extraction Using Affinity Propagation (Hassan H. Alrehamy, Coral Walker)....Pages 222-235 Front Matter ....Pages 237-237 Towards Low-Cost P300-Based BCI Using Emotiv Epoc Headset (Xiangqian Liu, Fei Chao, Min Jiang, Changle Zhou, Weifeng Ren, Minghui Shi)....Pages 239-244 Emotion Detection in E-learning Using Expectation-Maximization Deep Spatial-Temporal Inference Network (Jiangqin Xu, Zhongqiang Huang, Minghui Shi, Min Jiang)....Pages 245-252 Human Activities Transfer Learning for Assistive Robotics (David Ada Adama, Ahmad Lotfi, Caroline Langensiepen, Kevin Lee)....Pages 253-264 3D Simulation of Navigation Problem of People with Cerebral Visual Impairment (Yahya Qasim I. Al-Fadhili, Paul W. H. Chung, Baihua Li, Richard Bowman)....Pages 265-275 A Fall Detection/Recognition System and an Empirical Study of Gradient-Based Feature Extraction Approaches (Ryan Cameron, Zheming Zuo, Graham Sexton, Longzhi Yang)....Pages 276-289 Towards an Ontology of Trust for Situational Understanding (Owain Carpanini, Federico Cerutti)....Pages 290-296 Front Matter ....Pages 297-297 Traffic Condition Analysis Based on Users Emotion Tendency of Microblog (Shuru Wang, Donglin Cao, Dazhen Lin, Fei Chao)....Pages 299-311 Fuzzy Bi-objective Chance-Constrained Programming Model for Timetable Optimization of a Bus Route (Hejia Du, Hongguang Ma, Xiang Li)....Pages 312-324 Solving Dial-A-Ride Problems Using Multiple Ant Colony System with Fleet Size Minimisation (Twinkle Tripathy, Sarat Chandra Nagavarapu, Kaveh Azizian, Ramesh Ramasamy Pandi, Justin Dauwels)....Pages 325-336 Bus Scheduling Timetable Optimization Based on Hybrid Bus Sizes (Haitao Yu, Hongguang Ma, Hejia Du, Xiang Li, Randong Xiao, Yong Du)....Pages 337-348 Supplier’s Information Strategy in the Presence of a Dominant Retailer (Ye Wang, Wansheng Tang, Ruiqing Zhao)....Pages 349-354 Optimization Allocation Between Multiple Logistic Tasks and Logistic Resources Considered Demand Uncertainty (Xiaofeng Xu, Jing Liu)....Pages 355-361 Two-Stage Heuristic Algorithm for a New Model of Hazardous Material Multi-depot Vehicle Routing Problem (Wenyan Yuan, Jian Wang, Jian Li, Bailu Yan, Jun Wu)....Pages 362-366 Back Matter ....Pages 367-368